Wenger had been hopeful last week that Ramsey could return from a long-term thigh problem to face their North London rivals.
"We have had to defer his comeback to full training a little so he is not available," Wenger told the club's official website.
"He is having difficulties in the final stages of his rehab. It looks to be short-term."
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